Formants are easy to measure; resonances, not so much: Lessons from Klatt (1986)
Formants in speech signals are easily identified, largely because formants are defined to be
local maxima in the wideband sound spectrum. Sadly, this is not what is of most interest in …
local maxima in the wideband sound spectrum. Sadly, this is not what is of most interest in …
[HTML][HTML] Refining a deep learning-based formant tracker using linear prediction methods
In this study, formant tracking is investigated by refining the formants tracked by an existing
data-driven tracker, DeepFormants, using the formants estimated in a model-driven manner …
data-driven tracker, DeepFormants, using the formants estimated in a model-driven manner …
How the peak glottal area affects linear predictive coding-based formant estimates of vowels
P Birkholz, F Gabriel, S Kürbis… - The Journal of the …, 2019 - pubs.aip.org
The estimation of formant frequencies from acoustic speech signals is mostly based on
Linear Predictive Coding (LPC) algorithms. Since LPC is based on the source-filter model of …
Linear Predictive Coding (LPC) algorithms. Since LPC is based on the source-filter model of …
[HTML][HTML] F0-induced formant measurement errors result in biased variabilities
2. Methods To model patterns that resemble those in the literature, we synthesized multiple
vowels based on four studies (see Sec. 2.1). The formant frequencies were fixed at specific …
vowels based on four studies (see Sec. 2.1). The formant frequencies were fixed at specific …
Parameter Estimation in Spectral Resolution Enhancement Based on Forward–Backward Linear Prediction Total Least Square Method
Y Qin, X Han, X Li, J Tong, M Gao - Applied Spectroscopy, 2023 - journals.sagepub.com
In a Fourier transform infrared (IR) spectrometer, the Michelson interference signal
extrapolation method based on linear prediction is often used to improve spectral resolution …
extrapolation method based on linear prediction is often used to improve spectral resolution …
Adapted Weighted Linear Prediction with Attenuated Main Excitation for formant frequency estimation in high-pitched singing
E Barrientos, E Cataldo - Speech Communication, 2024 - Elsevier
This paper aims to show how to improve the accuracy of formant frequency estimation in the
singing voice of a lyric soprano. Conventional methods of formant frequency estimation may …
singing voice of a lyric soprano. Conventional methods of formant frequency estimation may …
Formant Tracking by Combining Deep Neural Network and Linear Prediction
Formant tracking is an area of speech science that has recently undergone a technology
shift from classical model-driven signal processing methods to modern data-driven deep …
shift from classical model-driven signal processing methods to modern data-driven deep …
Estimating Formant Frequencies of Vowels Sung by Sopranos Using Weighted Linear Prediction
E Barrientos, E Cataldo - Journal of Voice, 2023 - Elsevier
This study introduces the weighted linear prediction adapted to high-pitched singing voices
(WLP-HPSV) method for accurately estimating formant frequencies of vowels sung by lyric …
(WLP-HPSV) method for accurately estimating formant frequencies of vowels sung by lyric …
Spectral analysis of bone-conducted speech using modified linear prediction
This paper improves the performance of linear prediction (LP) in precise spectral estimation
of bone-conducted (BC) speech. Inherently, BC speech contains a wide spectral dynamic …
of bone-conducted (BC) speech. Inherently, BC speech contains a wide spectral dynamic …
Formant tracking using quasi-closed phase forward-backward linear prediction analysis and deep neural networks
Formant tracking is investigated in this study by using trackers based on dynamic
programming (DP) and deep neural nets (DNNs). Using the DP approach, six formant …
programming (DP) and deep neural nets (DNNs). Using the DP approach, six formant …